Travel Data Cleaning

The same guest is in your PMS five times from different booking channels. Loyalty members have outdated emails. Corporate accounts show contacts who left years ago. Your guest experience suffers when your data doesn't connect the dots.

45% Guest data decays yearly

35% Typical guest duplicate rate

15% Loyalty emails bouncing

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The Travel Data Quality Problem

You're running a hotel, airline, OTA, or travel service. Your PMS and CRM hold years of guest data from dozens of booking channels. But that data has become fragmented and unreliable.

Travel data degrades fast. Guests change email addresses, switch jobs (killing corporate contact info), and book through different channels each trip. Loyalty programs create one profile, OTAs create another, and direct bookings create a third. Your team can't deliver personalized experiences when they don't know who's actually walking through the door.

Guests exist multiple times

The same traveler booked through Expedia last year, your direct site this quarter, and called reservations yesterday. Now you have three profiles with different information. Your loyalty program shows conflicting point balances. Your front desk can't see their full history. Personalization fails.

Contact information is outdated

Email addresses change. Phone numbers update. Corporate travelers switch companies. Your pre-arrival emails bounce. Your loyalty communications don't reach members. You're marketing to addresses that haven't worked in years.

Corporate accounts are stale

If you sell to corporate travel managers, your B2B data has the same problems. The travel buyer who signed your contract moved on. The corporate rate contact changed departments. You're maintaining relationships with people who can't actually make purchasing decisions anymore.

Property and partner data is inconsistent

For hotel groups and OTAs, property data is another challenge. The same hotel appears under different names. DMC partners have inconsistent contact records. Travel agent accounts are duplicated. Your operational efficiency suffers.

See What's Wrong With Your Guest Data

How Verum Cleans Travel Data

We understand both sides of travel data: guest databases that need deduplication and preference consolidation, and B2B partner data that needs validation and standardization.

Guest deduplication

We match guest records across emails, phone numbers, loyalty IDs, and name variations. We understand that booking channel fragmentation creates duplicates. We consolidate profiles while preserving booking history, preferences, and loyalty status from all sources.

What you get: One golden record per guest with complete stay history, plus merge logs showing what we combined.

Contact validation

We verify email addresses and phone numbers for guests and corporate contacts. Travel communications require working contact data. We flag outdated addresses and identify current information where possible.

What you get: 93% deliverability guarantee on validated emails, with bounce-risk flags on stale contacts.

Corporate account cleanup

We validate contacts at corporate travel accounts, TMCs, and travel agent partners. We identify who's still at each company, update job titles, and flag accounts that need relationship rebuilding.

What you get: Current corporate contacts with job change flags for proactive re-engagement.

Property and partner standardization

We normalize property names, partner records, and supplier data to consistent formats. Acquired properties get updated. Rebrands get standardized. You get clean partner data you can trust.

What you get: Consistent property and partner records enabling accurate reporting and operations.

93% Email deliverability guarantee

24‑48hr Typical turnaround

100% Human-verified output

Get Clean Travel Data

What Travel Teams Do With Clean Data

Deliver personalized experiences. When you can see a guest's full history across channels, you can recognize their preferences and treat them accordingly.
Fix loyalty program accuracy. Clean, deduplicated records mean accurate point balances and tier status. Members trust your program.
Improve pre-arrival communication. Emails that actually reach guests mean better upsell conversion and smoother arrivals.
Maintain corporate relationships. Clean B2B data means you're reaching the right travel buyers and maintaining valuable contracts.
Enable accurate reporting. Clean property and partner data means your revenue reporting and operational metrics are trustworthy.

The Process

Step 1: Export your data. Pull guest, corporate, and partner data from your PMS or CRM. We work with exports from Opera, Amadeus, Salesforce, and standard spreadsheets.

Step 2: We assess it. We analyze your data for duplicates, stale contacts, and inconsistencies. You get a report on what we find, even if you don't proceed.

Step 3: We clean it. Deduplication, validation, standardization. Human review on complex guest matches. Most projects finish in 24-48 hours.

Step 4: You import clean data. Import-ready file with documentation of all changes. Your team starts working with accurate guest data immediately.

Common Questions

How do you handle guest duplicates across booking channels?

We match guest records across email addresses, phone numbers, loyalty IDs, and name variations. Travelers often book through OTAs, direct websites, and corporate portals. We consolidate these into single records while preserving booking history from each source.

Can you clean both guest and B2B partner data?

Yes. Travel companies typically have two data challenges: guest databases and B2B partner data like travel agents and corporate accounts. We clean both with different approaches for each data type.

Do you work with PMS and booking system exports?

Absolutely. We regularly clean data exported from Opera, Amadeus, Sabre, MEWS, Cloudbeds, and other hospitality systems. We understand the data structures.

How long does travel data cleaning take?

Most travel CRM cleaning projects complete in 24-48 hours for databases under 100,000 records. Larger datasets may take 3-5 business days.

Can you handle international guest data?

Yes. We clean guest data across regions, handling international name formats, phone standards, and address conventions. We have strong coverage for North America, Europe, and major travel markets globally.

Ready to Clean Your Travel Data?

Not sure how bad it is? Send us a sample export of your guest database. We'll analyze it free and show you the duplicate rate, bouncing emails, and data quality issues.

Ready to fix it? Most travel data cleaning projects start same-day and complete within 48 hours.

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